Herman Kamper
TitleCited byYear
Deep convolutional acoustic word embeddings using word-pair side information
H Kamper, W Wang, K Livescu
IEEE ICASSP, 2016
912016
Unsupervised neural network based feature extraction using weak top-down constraints
H Kamper, M Elsner, A Jansen, S Goldwater
IEEE ICASSP, 2015
802015
A comparison of neural network methods for unsupervised representation learning on the Zero Resource Speech Challenge
D Renshaw, H Kamper, A Jansen, S Goldwater
Interspeech, 2015
742015
A segmental framework for fully-unsupervised large-vocabulary speech recognition
H Kamper, A Jansen, S Goldwater
Computer Speech & Language, 2017
522017
Unsupervised word segmentation and lexicon discovery using acoustic word embeddings
H Kamper, A Jansen, S Goldwater
IEEE Transactions on Audio, Speech, and Language Processing, 2016
412016
Fully unsupervised small-vocabulary speech recognition using a segmental Bayesian model
H Kamper, A Jansen, S Goldwater
Interspeech, 2015
382015
Visually grounded learning of keyword prediction from untranscribed speech
H Kamper, S Settle, G Shakhnarovich, K Livescu
arXiv preprint arXiv:1703.08136, 2017
292017
Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings
S Settle, K Levin, H Kamper, K Livescu
arXiv preprint arXiv:1706.03818, 2017
282017
An embedded segmental k-means model for unsupervised segmentation and clustering of speech
H Kamper, K Livescu, S Goldwater
IEEE ASRU, 719-726, 2017
272017
Towards speech-to-text translation without speech recognition
S Bansal, H Kamper, A Lopez, S Goldwater
arXiv preprint arXiv:1702.03856, 2017
262017
Unsupervised lexical clustering of speech segments using fixed-dimensional acoustic embeddings
H Kamper, A Jansen, S King, S Goldwater
IEEE SLT, 2014
242014
Pre-training on high-resource speech recognition improves low-resource speech-to-text translation
S Bansal, H Kamper, K Livescu, A Lopez, S Goldwater
arXiv preprint arXiv:1809.01431, 2018
222018
Low-Resource Speech-to-Text Translation
S Bansal, H Kamper, K Livescu, A Lopez, S Goldwater
arXiv preprint arXiv:1803.09164, 2018
182018
Capitalising on North American speech resources for the development of a South African English large vocabulary speech recognition system
H Kamper, F De Wet, T Hain, T Niesler
Computer Speech & Language 28 (6), 1255-1268, 2014
142014
Multi-accent acoustic modelling of South African English
H Kamper, FJM Mukanya, T Niesler
Speech Communication 54 (6), 801-813, 2012
142012
Multi-accent speech recognition of Afrikaans, Black and White varieties of South African English
H Kamper, T Niesler
Interspeech, 3189-3192, 2011
132011
Semantic Speech Retrieval With a Visually Grounded Model of Untranscribed Speech.
H Kamper, G Shakhnarovich, K Livescu
IEEE/ACM Trans. Audio, Speech & Language Processing 27 (1), 89-98, 2019
122019
Weakly supervised spoken term discovery using cross-lingual side information
S Bansal, H Kamper, S Goldwater, A Lopez
IEEE ICASSP, 5760-5764, 2017
92017
Truly unsupervised acoustic word embeddings using weak top-down constraints in encoder-decoder models
H Kamper
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
82019
Resource development and experiments in automatic South African broadcast news transcription
H Kamper, F de Wet, T Hain, T Niesler
SLTU, 102-106, 2012
8*2012
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Articles 1–20